while the results below show that the conditional distributions are related to the level of earnings, the relation is not linear and the variances of the conditional distribu-tions are not constant. Second, the theory does not specify where differences in the costs of earnings management will be reflected in the conditional distribu-Lions. Thus, it is necessary to examine multiple attributes of the distribution, e.g. the quartiles of the conditional distributions presented in the figures below.